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The Weighted Average

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Autoheal raises $7.9M to fix AI agents

Autoheal raised $7.9 million in seed funding led by Innovation Endeavors, SiliconANGLE reports. The platform puts an evaluator and a healer around software-delivery agents, scoring runs and proposing version-controlled changes to models, prompts, tools, and skills; its product description frames the loop as agents learning from every run. Builders should treat this as an agent-operations pattern—not proof of self-improvement—and pair it with evaluation gates before autonomy before allowing automatic fixes.